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Survival probability of the ancestors of the indigenous people of Canada who migrated during the last glacial maximum 加拿大土著居民祖先在末次冰川极盛时期迁徙的生存概率
Pub Date : 2024-01-24 DOI: 10.53894/ijirss.v7i2.2622
Kibo Nagasaki, Shinya Nagasak
The purpose of this study is to examine the survival probability of the ancestors of the indigenous people of Canada during their migration to the last glacial maximum. The ancestors of the Indigenous people of Canada are believed to have migrated during the Last Glacial Maximum under severe ice-age conditions. However, the possibility of their survival is unclear. Creating a mathematical model, the survival probability of Indigenous ancestors who migrated to Canada and the effects of different factors were studied. Using logistic regression analysis, we evaluated the effects of different factors, such as the mean female life expectancy, average childbirth interval, and marriage age, on their survival probability. The results suggested that a polygamous community was more likely to survive. The survival probability was maximized in the cases of monogamy/unintentional migration (0.60), polygamy/unintentional migration (0.87), and marriage age of 15 years/monogamy/unintentional migration (0.76). However, the survival probability was low for many possible combinations of the mean female life expectancy and the average childbirth interval. The low survival probability would demonstrate the levels of resourcefulness, bravery, and wisdom that the Indigenous ancestors possessed to survive. A problem was that the available data on mortality and fertility were not specific to the ancestors of the Indigenous people of Canada. In the future, the accuracy of the survival probability of the ancestors of the Indigenous people of Canada will improve once quantitative research data on the ancestors’ life expectancy and childbirth are available.
本研究的目的是考察加拿大土著居民祖先在末次冰川极盛时期迁徙过程中的生存概率。据信,加拿大原住民的祖先是在末次冰川极盛时期的严酷冰河条件下迁徙的。然而,他们生存的可能性并不明确。我们创建了一个数学模型,研究了迁徙到加拿大的土著祖先的生存概率以及不同因素的影响。通过逻辑回归分析,我们评估了女性平均预期寿命、平均生育间隔和结婚年龄等不同因素对其生存概率的影响。结果表明,一夫多妻制社区更有可能存活下来。在一夫一妻制/无意迁移(0.60)、一夫多妻制/无意迁移(0.87)和结婚年龄为 15 岁/一夫一妻制/无意迁移(0.76)的情况下,生存概率最大。然而,在女性平均预期寿命和平均生育间隔的许多可能组合中,存活概率都很低。较低的存活概率表明了土著祖先为生存所具备的机智、勇敢和智慧。一个问题是,现有的死亡率和生育率数据并不针对加拿大土著人的祖先。今后,一旦有了关于加拿大土著人祖先预期寿命和生育率的定量研究数据,加拿大土著人祖先生存概率的准确性就会提高。
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引用次数: 0
Research on factors influencing tourists’ adoption of virtual reality technology based on VAM 基于 VAM 的游客采用虚拟现实技术的影响因素研究
Pub Date : 2024-01-24 DOI: 10.53894/ijirss.v7i2.2625
Jinjin Wang
The present study utilizes the Value-based Adoption Model (VAM) to examine the determinants that influence the adoption of Virtual Reality (VR) technology for virtual tourism among domestic visitors. The focus is on perceived value, considering both benefits and costs. Data was collected from 238 visitors at a VR theme park. A questionnaire measured perceived value, benefits (novelty, visual appeal, usefulness), costs (expenses, discomfort, complexity), and hedonic motivation. Structural equation modeling was used to analyze the relationships between variables. Perceived novelty, visual appeal, and usefulness positively influence perceived value, while perceived discomfort and complexity negatively impact it. Hedonic motivation also has a positive influence. Perceived cost doesn't significantly impact perceived value. To promote VR adoption in tourism, attractions should enhance perceived benefits (novelty, visual appeal, usefulness) and reduce perceived costs (discomfort, complexity). Interactivity and entertainment elements can enhance enjoyment and value. Visual content should be realistic and appealing. The comfort of VR devices is crucial, and complex usage should be avoided. Future research can explore gender and age differences and rural adoption intentions. This study contributes to the literature by providing insights into the factors driving VR adoption for virtual tourism. It underscores the role of perceived value and hedonic motivation in shaping consumers' intentions to use VR technology for tourism experiences. Moreover, the findings offer practical guidance to marketers in promoting VR adoption within the tourism context.
本研究利用基于价值的采用模型(VAM)来研究影响国内游客采用虚拟现实(VR)技术进行虚拟旅游的决定因素。重点在于感知价值,同时考虑收益和成本。数据收集自一家虚拟现实主题公园的 238 名游客。调查问卷测量了感知价值、收益(新奇感、视觉吸引力、实用性)、成本(费用、不适感、复杂性)和享乐动机。结构方程模型用于分析变量之间的关系。新奇感、视觉吸引力和实用性对感知价值有积极影响,而不适感和复杂性对感知价值有消极影响。享乐动机也有积极影响。感知成本对感知价值的影响不大。为了促进旅游业采用虚拟现实技术,旅游景点应提高感知效益(新颖性、视觉吸引力、实用性),降低感知成本(不适感、复杂性)。互动性和娱乐元素可以提高乐趣和价值。视觉内容应逼真、吸引人。VR 设备的舒适度至关重要,应避免复杂的使用方法。未来的研究可以探索性别和年龄差异以及农村地区的采用意向。本研究深入探讨了推动虚拟旅游采用 VR 的因素,为相关文献做出了贡献。它强调了感知价值和享乐动机在影响消费者使用 VR 技术进行旅游体验的意愿方面所起的作用。此外,研究结果还为营销人员在旅游领域推广 VR 应用提供了实用指导。
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引用次数: 0
States and needs of information and digital knowledge access training in government services in Satun province, Thailand 泰国沙敦府政府服务部门信息和数字知识获取培训的现状和需求
Pub Date : 2024-01-24 DOI: 10.53894/ijirss.v7i2.2623
Thanidaphat Saengtong, Nawapon Kaewsuwan, Thapanee Theppaya
This research aimed to study the state and needs of information and digital knowledge access training. The research was conducted using a mixed method with in-depth interviews. Digital literacy training is an important issue for reducing inequality in access to information and digital knowledge, which is important to living, occupation, and basic rights. A group discussion of 30 people and a questionnaire with a group of 405 people were used in urban-style communities and rural-style communities. They were in the community area, aged from 20 to 59 years old, and recruited with a specific method according to the rural-urban continuum model by Dewey. Data were analyzed by content-based synthesis according to the classification approach and statistical methods. It was found that (1) current states of accessing information and digital knowledge are problematic in terms of access to signals, networks, and the management of community leaders. Overall, the state of information and digital knowledge access was at a moderate level. (2) For training needs, it was found that there was unstable and unequal access and disparity in all areas. What is needed is to support the reduction of inequality in access to information and knowledge by involving all agencies in creating a training curriculum. Overall, the attitudes and demands for accessibility training were at a moderate level. The result can be used as a guideline regarding cooperation among local government agencies to participate in analyzing conditions, problems, and needs in accessing information and digital knowledge according to the basic rights of the people.
本研究旨在了解信息和数字知识获取培训的现状和需求。研究采用了深入访谈的混合方法。数字素养培训是减少信息和数字知识获取不平等的一个重要问题,而信息和数字知识对生活、职业和基本权利非常重要。在城市型社区和农村型社区分别采用了 30 人的小组讨论和 405 人的问卷调查。这些人都在社区辖区内,年龄在 20 至 59 岁之间,是按照杜威的城乡连续模型以特定方法招募的。根据分类方法和统计方法对数据进行了基于内容的综合分析。结果发现:(1) 当前获取信息和数字知识的状态在信号获取、网络和社区领导管理方面存在问题。总体而言,信息和数字知识的获取情况处于中等水平。(2) 在培训需求方面,发现在所有领域都存在不稳定和不平等的机会和差距。需要通过让所有机构参与制定培训课程,支持减少信息和知识获取方面的不平等。总体而言,对无障碍培训的态度和需求处于中等水平。这一结果可作为地方政府机构之间合作的指南,以便根据人民的基本权利,参与分析获取信息和数字知识的条件、问题和需求。
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引用次数: 0
Optimism vs. pessimism: Exploring the dual realities of WFH among EFL tertiary learners during the COVID-19 pandemic 乐观与悲观:探索 COVID-19 大流行期间 EFL 高等院校学习者 WFH 的双重现实
Pub Date : 2024-01-23 DOI: 10.53894/ijirss.v7i2.2618
Abidin Pammu, Budianto Hamuddin
This study focuses on English as Foreign Language (EFL) students at Hasanuddin University, Makassar, to explore the effects of the shift to Working from Home (WFH) learning. The COVID-19 pandemic has drastically altered the educational landscape, especially in higher education. It aims to understand the psychological impact and the range of attitudes towards this new mode of learning among EFL students. This research involved students from two cohorts (2020 and 2021). A sample of 60 participants was chosen to complete an online perception questionnaire distributed via Google Forms. The study employed content analysis within an interpretative paradigm to analyze the responses. Analysis of the data revealed a dichotomy in student perspectives, categorizing them as "optimisms" and "pessimisms" based on their attitudes towards WFH learning. The findings highlighted a variety of psychological impacts experienced by the students, encompassing both negative and positive aspects. The results indicate significant implications for EFL educators. They suggest a need for increased focus on online pedagogical methods and emphasize the importance of adaptability, flexibility, and productivity in the evolving educational environment. The study also sheds light on the diverse psychological experiences of students, underscoring the need for educational strategies that cater to these varied needs. This study provides critical insights into the perceptions and psychological impacts of WFH learning on EFL students at Hasanuddin University. It underscores the challenges and opportunities presented by the transition to online learning, offering valuable guidance for educators in similar contexts.
本研究以望加锡哈桑努丁大学(Hasanuddin University)的英语作为外语(EFL)的学生为研究对象,探讨在家工作(WFH)学习转变的影响。COVID-19 大流行极大地改变了教育格局,尤其是高等教育。本研究旨在了解这种新的学习模式对 EFL 学生的心理影响和态度范围。本研究涉及两届学生(2020 年和 2021 年)。研究人员抽取了 60 名参与者,让他们填写通过谷歌表格分发的在线感知问卷。研究采用了解释范式中的内容分析法来分析回答。数据分析揭示了学生观点的二分法,根据他们对全职学习的态度,将其分为 "乐观主义 "和 "悲观主义 "两类。研究结果强调了学生所经历的各种心理影响,包括消极和积极两个方面。研究结果对英语语言教育工作者具有重要意义。他们认为有必要更加关注在线教学方法,并强调了在不断发展的教育环境中适应性、灵活性和生产率的重要性。本研究还揭示了学生的不同心理体验,强调了需要制定满足这些不同需求的教育策略。本研究为哈桑努丁大学的 EFL 学生对 WFH 学习的看法和心理影响提供了重要见解。它强调了向在线学习过渡所带来的挑战和机遇,为类似情况下的教育工作者提供了宝贵的指导。
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引用次数: 0
Impact of internal factors on product innovation: Empirical Evidence from Vietnamese textile and garment firms 内部因素对产品创新的影响:越南纺织服装企业的经验证据
Pub Date : 2024-01-23 DOI: 10.53894/ijirss.v7i2.2617
Vu Thi Thu Huong, Nguyen Đac Thanh
This article aims to examine the internal factors affecting product innovation in Vietnamese textile and garment enterprises. The study used statistical methods and logit regression models along with data collected from the 2021 Economic Census of the General Statistics Office of Vietnam. The research results show some statistically significant results, as follows: (i) enterprises with state capital account for the lowest proportion in the sample but have the highest product innovation rate, and the proportion of product innovation in textile and garment enterprises increases gradually with enterprise size; (ii) enterprise characteristics (employee size and import-export activities) have a positive influence on product innovation; (iii) characteristics of business owners including gender, level of expertise, and gender diversity among owners all influence product innovation; (iv) applying information technology (using the internet, management software, automation systems, and spending on software) has a positive influence on product innovation; (v) enterprise resources for innovation including capital intensity and research and development activities have a positive influence, while, labor costs have a negative influence on product innovation. Furthermore, the role of capital intensity in product innovation depends on the type of enterprise. Specifically, this influence is strongest for enterprises with 100% foreign capital but is not statistically significant for joint-stock companies that do not have state capital. The research results are the basis for proposing solutions and recommendations to increase the product innovation of textile and garment enterprises in Vietnam.
本文旨在研究影响越南纺织服装企业产品创新的内部因素。研究使用了统计方法和对数回归模型,以及从越南统计总局 2021 年经济普查中收集的数据。研究结果显示了以下一些具有统计学意义的结果:(i) 国有资本企业在样本中所占比例最低,但产品创新率最高,纺织服装企业的产品创新比例随企业规模的扩大而逐渐增加;(ii) 企业特征(员工规模和进出口活动)对产品创新有积极影响;(iii) 企业主的特征,包括性别、专业水平和企业主之间的性别多样性都会影响产品创新;(iv) 信息技术的应用(使用互联网、管理软件、自动化系统和软件支出)对产品创新有积极影响;(v) 企业用于创新的资源,包括资本密集度和研发活动对产品创新有积极影响,而劳动力成本对产品创新有消极影响。此外,资本密集度对产品创新的作用取决于企业类型。具体而言,这种影响对 100%外资的企业最为明显,但对没有国有资本的股份制企业而言,这种影响在统计上并不显著。研究结果是提出提高越南纺织服装企业产品创新的解决方案和建议的基础。
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引用次数: 0
Molybdenum and tungsten stimulate immune responses under biotic stress in Nicotiana abenthamiana infected with tomato bushy stunt virus 钼和钨可刺激感染番茄矮壮病病毒的烟草植物在生物胁迫下的免疫反应
Pub Date : 2024-01-23 DOI: 10.53894/ijirss.v7i1.2616
Tokasheva Dana Serikovna, Akbassova Alya Zholdasbayevna, Omarov Rustem Tukenovich
The present research examines how molybdenum and tungsten stimulate immune responses under biotic stress in Nicotiana abenthamiana. Plants are subjected to a wide range of environmental stressors that reduce and limit crop productivity. The primary response to any stress type is the production of reactive oxygen species (ROS) that cause oxidative stress, whose elimination by molybdoenzymes plays an active role. However, in the case of a molybdenum shortage in the soil or substrate, tungsten replaces molybdenum in the active centre of enzymes. Our study demonstrates the potential use of tungsten (W) and molybdenum (Mo) to stimulate the immune response of Nicotiana abenthamiana plants when interacting with Tomato bushy stunt virus (TBSV). The results indicate that the use of Mo and W metal salts activates the antioxidant system, particularly aldehyde oxidase (AO). Seed priming in metal solutions resulted in the appearance of the additional AO isoform. Furthermore, root length was high in the 1 mM Mo+W solution (4.05 cm, compared to 2.03 cm in the control). And seedling biomasses were significantly higher in infected plants in molybdenum and tungsten solutions at concentrations of 1 mM, 8.5 and 8.8 g, and about 7.6 g in control. The incubation of infected N. benthamiana plants in a solution of tungsten increased their resistance to TBSV. This is shown by a low level of accumulation of hydrogen peroxide (0.014), which is 23% less than the control infected plant. These results suggest the involvement of Mo and W in the mechanisms of resistance against viral infection and stimulation of the immune response of plants to biotic stress.
本研究探讨了钼和钨如何刺激烟草植物在生物胁迫下的免疫反应。植物会受到各种环境胁迫,这些胁迫会降低和限制作物的产量。对任何胁迫类型的主要反应都是产生活性氧(ROS),导致氧化胁迫,而钼酵素在消除氧化胁迫方面发挥着积极作用。然而,在土壤或基质中缺乏钼的情况下,钨可替代酶活性中心的钼。我们的研究表明,钨(W)和钼(Mo)在与番茄矮壮病病毒(TBSV)相互作用时,可用于刺激烟草植物的免疫反应。结果表明,使用钼和钨金属盐能激活抗氧化系统,特别是醛氧化酶(AO)。种子在金属溶液中的萌发导致了额外的 AO 异构体的出现。此外,1 mM Mo+W 溶液中的根长较高(4.05 厘米,而对照组为 2.03 厘米)。在浓度为 1 mM 的钼和钨溶液中,受感染植株的幼苗生物量明显较高,分别为 8.5 克和 8.8 克,而对照的幼苗生物量约为 7.6 克。将受感染的 N. benthamiana 植株放在钨溶液中培养可提高其对 TBSV 的抗性。这表现在过氧化氢的积累水平较低(0.014),比对照组受感染植物少 23%。这些结果表明,钼和钨参与了抵抗病毒感染和刺激植物对生物胁迫的免疫反应的机制。
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引用次数: 0
Overview and developmental analysis of China's technical and vocational education and training 中国职业技术教育与培训概况及发展分析
Pub Date : 2024-01-19 DOI: 10.53894/ijirss.v7i1.2606
Yinghui Fan, Haiyan Zheng, Romeo Salvo Ebonite, Werson Role De Asis, Ronaldo Antalan Juanatas
Vocational and technical education and training (TVET) in China is a key pathway to enhance labor productivity and drive economic development. Since the initiation of reforms and opening up, under the high attention of the Chinese government, we have experienced rapid development, from quantity expansion to quality improvement. This article delves into the current status and development trends of vocational and technical education in China, analyzing it from various aspects such as the legal environment, infrastructure, teacher enhancement, teaching methods, and cultural context. This paper conducts macro-research and analysis through policies and regulations and refers to relevant papers from Google Scholar and CNKI for micro-analysis. A telephonic interview was carried out with a total of 38 participants from four different vocational schools, industries, and enterprises. The user conducted similarity and differentiation comparisons using both Excel and Mind Mapping software. The research shows that China's vocational education market has entered a phase of rapid growth, and online education has also seen substantial development. However, due to China's vast territory and constraints arising from economic development and regional disparities, as well as diverse ethnic and cultural factors, vocational education and training (TVET) still faces numerous challenges, such as uneven economic and industry development, urban-rural disparities, teacher shortages, and the separation of schools and enterprises. This article aims to provide insights into the development of vocational and technical education and training from the perspectives of personalized education, talent cultivation, and talent needs. It is intended to expand and enhance the influence of vocational education development and broaden the perspective of vocational and technical talents.
中国的职业技术教育与培训(TVET)是提高劳动生产率、推动经济发展的重要途径。改革开放以来,在中国政府的高度重视下,我国职业技术教育与培训从数量扩张到质量提升都取得了快速发展。本文深入探讨了中国职业技术教育的现状和发展趋势,从法律环境、基础设施、师资提升、教学方法、文化背景等多方面进行了分析。本文通过政策法规进行宏观研究分析,并参考谷歌学术和 CNKI 的相关论文进行微观分析。对来自四所不同职业学校、行业和企业的共 38 位参与者进行了电话访谈。用户使用 Excel 和思维导图软件进行了相似性和差异性比较。研究表明,中国职业教育市场已进入快速增长阶段,在线教育也得到了长足发展。然而,由于中国幅员辽阔,受经济发展和地区差异的制约,以及多元民族文化因素的影响,职业教育与培训(TVET)仍然面临着诸多挑战,如经济和产业发展不平衡、城乡差异、师资短缺、校企分离等。本文旨在从个性化教育、人才培养、人才需求等角度对职业技术教育与培训的发展提出见解。旨在扩大和提升职业教育发展的影响力,拓宽职业技术人才视野。
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引用次数: 1
The impact of a gender mainstreaming-based blended learning flipped classroom model on the solidarity values and problem-solving abilities of students 基于性别平等主流化的混合学习翻转课堂模式对学生团结价值观和解决问题能力的影响
Pub Date : 2024-01-19 DOI: 10.53894/ijirss.v7i1.2604
L. Kasmini, Mardhatillah, Satria Prayudi
This study examines the impact of a gender mainstreaming-based blended learning flipped classroom model on the solidarity values and problem-solving abilities of students. The acquisition of problem-solving skills and the cultivation of values related to solidarity are imperative proficiencies in the context of 21st-century dynamics. These competencies serve as pivotal attributes for students aspiring to navigate the intricacies of communal and national challenges. An existing quandary lies in the domain of primary education within the Aceh province, and the pedagogical landscape within primary schools has not incorporated the essential dimension of nurturing adeptness in problem-solving. This is because learning is still teacher-centered and needs more student engagement. Therefore, a model should be developed to address the issue of gender mainstreaming-based blended learning in a flipped classroom model. This research aims to develop a model for developing a blended learning flipped class based on gender mainstreaming to increase students' solidarity values ​​and problem-solving abilities. This study employed a development model that referred to the 4-D model proposed by S. Thiagarajan et al., consisting of definition, design, development, and dissemination. The sample consisted of fifth-grade elementary school students from SD Negeri Kajhu, Aceh Besar Regency, who were taught using the gender mainstreaming-based blended learning flipped classroom model. The results showed that the developed learning model created more meaningful learning experiences. Solidarity values and problem-solving abilities of students increased when taught with the learning model.
本研究探讨了基于性别主流化的混合学习翻转课堂模式对学生团结价值观和解决问题能力的影响。掌握解决问题的技能和培养与团结相关的价值观是 21 世纪动态背景下必须具备的能力。这些能力是有志于应对错综复杂的社区和国家挑战的学生的关键属性。亚齐省小学教育领域目前存在的一个窘境是,小学的教学格局尚未纳入培养学生善于解决问题的能力这一重要方面。这是因为学习仍然以教师为中心,需要更多的学生参与。因此,应开发一种模式来解决翻转课堂模式中基于性别主流化的混合学习问题。本研究旨在开发一种基于性别主流化的混合式学习翻转课堂开发模式,以提高学生的团结价值观和解决问题的能力。本研究采用的开发模式参考了 S. Thiagarajan 等人提出的 4-D 模式,包括定义、设计、开发和传播。样本由亚齐必萨县 Negeri Kajhu SD 的五年级小学生组成,采用基于性别主流化的混合学习翻转课堂模式进行教学。结果显示,所开发的学习模式创造了更有意义的学习体验。在使用该学习模式教学时,学生的团结价值观和解决问题的能力都得到了提高。
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引用次数: 0
Comparison of the parameters of a flat solar collector with a tubular collector to ensure energy flexibility in smart buildings 比较平板式太阳能集热器和管式集热器的参数,确保智能建筑的能源灵活性
Pub Date : 2024-01-19 DOI: 10.53894/ijirss.v7i1.2605
Murat Kunelbayev, Madina Mansurova, Gulnur Tyulepberdinova, T. Sarsembayeva, S. Issabayeva, D. Issabayeva
This study examines the application and implementation of energy-efficient measures and strategies for use in buildings aimed at achieving the goal of virtually zero energy consumption by buildings. In particular, the aim of the study is to introduce integrated solar devices into the building, functioning as a functional component of the structure for heat storage, in order to increase the flexibility of the structure while maintaining comfortable conditions inside. This article discusses an experimental comparison of flat and tubular solar collectors in the southern and northern regions of Kazakhstan. Compared to glass (S = 3), a tubular solar collector has a coefficient of thermal conductivity that is two times lower for single-layer elements and 2.5 times lower for double-layer elements. This means that less heat is lost. A flat solar collector was also developed, a heat-insulating translucent double-glazed window with reduced pressure, and the coolant is made of thin-walled corrugated stainless-steel pipe. In this collector, there is a constant circulation of heat, which increases the efficiency of heat transfer by eliminating additional partitions between the panel and thermal insulation. A calculation was carried out that allowed us to determine the productivity and useful gain for two collectors. The annual increase in the useful energy of flat solar collectors is about 12780000 kJ/hour and 20100000 kJ/hour for tubular solar collectors; therefore, the annual increase in the useful energy of evacuated tubular collectors is 20% more than that of flat plate collectors in the northern region.
本研究探讨了建筑节能措施和战略的应用和实施,旨在实现建筑能耗几乎为零的目标。特别是,该研究的目的是在建筑物中引入集成太阳能设备,作为结构的一个功能性组成部分进行蓄热,以提高结构的灵活性,同时保持室内舒适的条件。本文讨论了哈萨克斯坦南部和北部地区平板式和管式太阳能集热器的实验比较。与玻璃(S = 3)相比,管状太阳能集热器的导热系数单层元件低 2 倍,双层元件低 2.5 倍。这意味着热量损失更少。此外,还开发了一种平板式太阳能集热器,这是一种隔热半透明双层玻璃窗,压力较低,冷却剂由薄壁波纹不锈钢管制成。在这种集热器中,热量不断循环,消除了面板和隔热材料之间的额外隔断,从而提高了传热效率。通过计算,我们可以确定两个集热器的生产率和有用增益。平板式太阳能集热器每年增加的有用能量约为 12780000 千焦/小时,管式太阳能集热器每年增加的有用能量约为 20100000 千焦/小时;因此,在北方地区,抽空管式集热器每年增加的有用能量比平板式集热器多 20%。
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引用次数: 0
Retaining knowledge workers for effective digital transformation 留住知识型员工,实现有效的数字化转型
Pub Date : 2024-01-19 DOI: 10.53894/ijirss.v7i1.2602
Yuen Yee Yen, Chew Yuan Zhang, Wendy Teoh Ming Yen
The purpose of this research is to examine key factors affecting knowledge worker’s retention for digital transformation. This research is motivated by recent statistics that show that more than 70% of small and medium enterprises (SMEs) have yet to undergo large-scale digital transformation due to the failure to retain knowledge workers who can collect and disseminate information effectively through the application of digital technology. Although it is widely recognized that the knowledge worker is an important asset for the digital transformation of SMEs, there is a dearth of studies that focus specifically on how to retain knowledge workers in Malaysia. This research adopts a quantitative research design. Questionnaires were distributed to 200 respondents in SMEs in central urban cities in Malaysia. Purposive sampling was used to collect data where the respondents needed to fulfill criteria such as being currently working in SMEs and their job scope being related to idea generation, information handling, digital transformation, and strategic planning. This study discovers unique findings, such as that, compared to compensation, training and development, work environment, and work-life balance; they play a more significant role in motivating knowledge workers to stay in SMEs post-COVID-19 pandemic, which can enrich the literature on knowledge worker’s retention in developing countries. Serving as one of the pioneer studies in Malaysia and Southeast Asia that focuses on examining important factors to retain knowledge workers in SMEs post-COVID-19 pandemic, this finding benefits SME practitioners and policymakers in devising effective strategies to retain knowledge workers for effective digital transformation.
本研究旨在探讨影响知识型员工留任以促进数字化转型的关键因素。最近的统计数据显示,超过 70% 的中小型企业(SMEs)尚未进行大规模的数字化转型,原因是无法留住能够通过应用数字技术有效收集和传播信息的知识型员工。虽然人们普遍认为知识型员工是中小企业数字化转型的重要资产,但马来西亚却缺乏专门针对如何留住知识型员工的研究。本研究采用定量研究设计。研究人员向马来西亚中心城市中小型企业的 200 名受访者发放了调查问卷。在收集数据时采用了有目的的抽样,受访者需要满足一些条件,如目前在中小企业工作,其工作范围与创意生成、信息处理、数字化转型和战略规划有关。本研究发现了一些独特的结论,例如,与薪酬、培训与发展、工作环境和工作与生活的平衡相比,它们在COVID-19大流行后激励知识型员工留在中小企业中发挥着更重要的作用,这可以丰富发展中国家有关知识型员工留任的文献。作为马来西亚和东南亚地区重点研究COVID-19大流行后中小型企业留住知识型员工重要因素的先驱研究之一,这项研究成果有利于中小型企业从业人员和政策制定者制定有效策略,留住知识型员工,实现有效的数字化转型。
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International Journal of Innovative Research and Scientific Studies
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